{"schemaVersion":"jobsearcher.job.v1","id":"49956cd17d13bf7bba9ea5e1","url":"https://jobsearcher.com/jobs/49956cd17d13bf7bba9ea5e1","canonicalUrl":"https://jobsearcher.com/jobs/49956cd17d13bf7bba9ea5e1","title":"Quantization & Numerics Engineer","description":"Quantization & Numerics Engineer - AI Hardware / InferenceI'm working with an early-stage semiconductor company developing next-generation AI inference hardware, using novel transistor-level computing to improve efficiency and performance.They're looking for a Quantization & Numerics Engineer with experience in model optimisation, post-training quantization (PTQ) and hardware-aware numerical methods.The role:Develop and own post-training quantization pipelines, including calibration, scaling and outlier handling.Design hardware-specific quantization techniques to optimise model efficiency while retaining accuracy.Build numerical emulators and evaluation frameworks to validate model performance.Collaborate with compiler, runtime and hardware engineers to optimise inference execution.What they're looking for:Hands-on experience in model quantization, low-precision inference and numerical optimisation.Experience quantizing multiple models and validating accuracy against full-precision baselines.Strong understanding of numerical precision, quantization errors and model-quality trade-offs.Experience evaluating LLMs across reasoning, coding and long-context tasks.Familiarity with hardware-aware quantization, numerical emulation or custom numeric formats is advantageous.Why consider it?Join an early-stage company developing fundamentally new AI inference hardware.Work directly with experienced chip architects and engineers.Own quantization techniques that directly influence next-generation AI circuit design.Interested? Apply directly or message me for a confidential discussion.","company":"Acceler8 Talent","rawCompany":"acceler8 talent","city":"Sunnyvale","state":"CA","isRemote":false,"isActive":false,"createdAt":"2026-11-12T09:41:42.095Z","occupations":[{"code":"17-2061.00","title":"Computer Hardware Engineers","slug":"computer-hardware-engineers"},{"code":"17-2112.02","title":"Validation Engineers","slug":"validation-engineers"},{"code":"13-2099.01","title":"Financial Quantitative Analysts","slug":"financial-quantitative-analysts"}],"industries":[{"code":"334413","title":"Semiconductor and Related Device Manufacturing","slug":"semiconductor-and-related-device-manufacturing"},{"code":"334111","title":"Electronic Computer Manufacturing","slug":"electronic-computer-manufacturing"},{"code":"541511","title":"Custom Computer Programming Services","slug":"custom-computer-programming-services"}],"jobPosting":{"@context":"https://schema.org","@type":"JobPosting","title":"Quantization & Numerics Engineer","description":"Quantization & Numerics Engineer - AI Hardware / InferenceI'm working with an early-stage semiconductor company developing next-generation AI inference hardware, using novel transistor-level computing to improve efficiency and performance.They're looking for a Quantization & Numerics Engineer with experience in model optimisation, post-training quantization (PTQ) and hardware-aware numerical methods.The role:Develop and own post-training quantization pipelines, including calibration, scaling and outlier handling.Design hardware-specific quantization techniques to optimise model efficiency while retaining accuracy.Build numerical emulators and evaluation frameworks to validate model performance.Collaborate with compiler, runtime and hardware engineers to optimise inference execution.What they're looking for:Hands-on experience in model quantization, low-precision inference and numerical optimisation.Experience quantizing multiple models and validating accuracy against full-precision baselines.Strong understanding of numerical precision, quantization errors and model-quality trade-offs.Experience evaluating LLMs across reasoning, coding and long-context tasks.Familiarity with hardware-aware quantization, numerical emulation or custom numeric formats is advantageous.Why consider it?Join an early-stage company developing fundamentally new AI inference hardware.Work directly with experienced chip architects and engineers.Own quantization techniques that directly influence next-generation AI circuit design.Interested? Apply directly or message me for a confidential discussion.","datePosted":"2026-11-12T09:41:42.095Z","dateModified":"2026-11-12T09:41:42.095Z","hiringOrganization":{"@type":"Organization","name":"Acceler8 Talent","sameAs":"https://jobsearcher.com"},"jobLocation":{"@type":"Place","address":{"@type":"PostalAddress","addressLocality":"Sunnyvale","addressRegion":"CA","addressCountry":"US"}},"identifier":{"@type":"PropertyValue","name":"JobSearcher","value":"49956cd17d13bf7bba9ea5e1"},"url":"https://jobsearcher.com/jobs/49956cd17d13bf7bba9ea5e1"}}